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1
Phase recovery, MaxCut and complex semidefinite programming
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Article
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Phase recovery, MaxCut and complex semidefinite programming

Mathematical programming, 2015-02, Vol.149 (1-2), p.47-81 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-013-0738-9 ;CODEN: MHPGA4

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2
The Convex Geometry of Linear Inverse Problems
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Article
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The Convex Geometry of Linear Inverse Problems

Foundations of computational mathematics, 2012-12, Vol.12 (6), p.805-849 [Peer Reviewed Journal]

SFoCM 2012 ;COPYRIGHT 2012 Springer ;ISSN: 1615-3375 ;EISSN: 1615-3383 ;DOI: 10.1007/s10208-012-9135-7 ;CODEN: FCMOA3

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3
The unconstrained binary quadratic programming problem: a survey
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Article
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The unconstrained binary quadratic programming problem: a survey

Journal of combinatorial optimization, 2014-07, Vol.28 (1), p.58-81 [Peer Reviewed Journal]

Springer Science+Business Media New York 2014 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1382-6905 ;EISSN: 1573-2886 ;DOI: 10.1007/s10878-014-9734-0

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4
Proximal alternating linearized minimization for nonconvex and nonsmooth problems
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Proximal alternating linearized minimization for nonconvex and nonsmooth problems

Mathematical programming, 2014-08, Vol.146 (1-2), p.459-494 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2014 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-013-0701-9 ;CODEN: MHPGA4

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5
Optimization algorithms on matrix manifolds
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Book
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Optimization algorithms on matrix manifolds

2008 Princeton University Press ;ISBN: 9780691132983 ;ISBN: 0691132984 ;ISBN: 1400830249 ;ISBN: 9781400830244 ;EISBN: 1400830249 ;EISBN: 9781400830244 ;DOI: 10.1515/9781400830244 ;OCLC: 438732716 ;LCCallNum: QA402.5

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6
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution
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Article
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Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution

Foundations of computational mathematics, 2020-06, Vol.20 (3), p.451-632 [Peer Reviewed Journal]

The Author(s) 2019 ;ISSN: 1615-3375 ;EISSN: 1615-3383 ;DOI: 10.1007/s10208-019-09429-9

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7
Nonsmooth optimization via quasi-Newton methods
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Article
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Nonsmooth optimization via quasi-Newton methods

Mathematical programming, 2013-10, Vol.141 (1-2), p.135-163 [Peer Reviewed Journal]

Springer and Mathematical Optimization Society 2012 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-012-0514-2 ;CODEN: MHPGA4

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8
Accelerated gradient methods for nonconvex nonlinear and stochastic programming
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Article
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Accelerated gradient methods for nonconvex nonlinear and stochastic programming

Mathematical programming, 2016-03, Vol.156 (1-2), p.59-99 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-015-0871-8 ;CODEN: MHPGA4

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9
On the linear convergence of the alternating direction method of multipliers
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Article
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On the linear convergence of the alternating direction method of multipliers

Mathematical programming, 2017-03, Vol.162 (1-2), p.165-199 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1034-2 ;CODEN: MHPGA4

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10
Recent advances in trust region algorithms
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Article
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Recent advances in trust region algorithms

Mathematical programming, 2015-06, Vol.151 (1), p.249-281 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-015-0893-2 ;CODEN: MHPGA4

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11
Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding
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Article
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Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

Journal of optimization theory and applications, 2016-06, Vol.169 (3), p.1042-1068 [Peer Reviewed Journal]

Springer Science+Business Media New York 2016 ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-016-0892-3

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12
On the ergodic convergence rates of a first-order primal–dual algorithm
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Article
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On the ergodic convergence rates of a first-order primal–dual algorithm

Mathematical programming, 2016-09, Vol.159 (1-2), p.253-287 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2015 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-015-0957-3 ;CODEN: MHPGA4

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13
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis
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Article
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Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis

Computational optimization and applications, 2019-01, Vol.72 (1), p.115-157 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2018 ;Computational Optimization and Applications is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0926-6003 ;EISSN: 1573-2894 ;DOI: 10.1007/s10589-018-0034-y

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14
Inertial projection and contraction algorithms for variational inequalities
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Article
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Inertial projection and contraction algorithms for variational inequalities

Journal of global optimization, 2018-03, Vol.70 (3), p.687-704 [Peer Reviewed Journal]

Springer Science+Business Media New York 2017 ;COPYRIGHT 2018 Springer ;Journal of Global Optimization is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0925-5001 ;EISSN: 1573-2916 ;DOI: 10.1007/s10898-017-0506-0

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15
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
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Article
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The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

Mathematical programming, 2016, Vol.155 (1-2), p.57-79 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2014 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-014-0826-5 ;CODEN: MHPGA4

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16
Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models
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Article
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Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models

Mathematical programming, 2017-05, Vol.163 (1-2), p.359-368 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1065-8 ;CODEN: MHPGA4

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17
Tensor Complementarity Problem and Semi-positive Tensors
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Article
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Tensor Complementarity Problem and Semi-positive Tensors

Journal of optimization theory and applications, 2016-06, Vol.169 (3), p.1069-1078 [Peer Reviewed Journal]

Springer Science+Business Media New York 2015 ;Springer Science+Business Media New York 2016 ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-015-0800-2

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18
Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization
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Article
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Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization

Mathematical programming, 2016-01, Vol.155 (1-2), p.267-305 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2014 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-014-0846-1 ;CODEN: MHPGA4

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19
Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems
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Article
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Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems

Journal of optimization theory and applications, 2020-06, Vol.185 (3), p.927-944 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-020-01666-1

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20
On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint
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Article
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On the Relation Between Optimal Transport and Schrödinger Bridges: A Stochastic Control Viewpoint

Journal of optimization theory and applications, 2016-05, Vol.169 (2), p.671-691 [Peer Reviewed Journal]

Springer Science+Business Media New York 2015 ;Springer Science+Business Media New York 2016 ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-015-0803-z

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